Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	385500
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	58.8 MiB
Average record size in memory	160.0 B

Variable types

Numeric	20

Alerts

`pmax[10]` is highly overall correlated with `pmax[1]` and 6 other fields	High correlation
`pmax[11]` is highly overall correlated with `pmax[13]` and 5 other fields	High correlation
`pmax[13]` is highly overall correlated with `pmax[11]` and 5 other fields	High correlation
`pmax[14]` is highly overall correlated with `pmax[11]` and 6 other fields	High correlation
`pmax[1]` is highly overall correlated with `pmax[10]` and 7 other fields	High correlation
`pmax[2]` is highly overall correlated with `pmax[10]` and 4 other fields	High correlation
`pmax[3]` is highly overall correlated with `pmax[10]` and 5 other fields	High correlation
`pmax[4]` is highly overall correlated with `pmax[10]` and 5 other fields	High correlation
`pmax[5]` is highly overall correlated with `pmax[11]` and 6 other fields	High correlation
`pmax[6]` is highly overall correlated with `pmax[11]` and 7 other fields	High correlation
`pmax[8]` is highly overall correlated with `pmax[10]` and 7 other fields	High correlation
`pmax[9]` is highly overall correlated with `pmax[10]` and 6 other fields	High correlation
`x` is highly overall correlated with `pmax[13]` and 6 other fields	High correlation
`y` is highly overall correlated with `pmax[10]` and 7 other fields	High correlation
`pmax[16]` has unique values	Unique
`pmax[17]` has unique values	Unique

Reproduction

Analysis started	2024-01-12 12:35:50.035731
Analysis finished	2024-01-12 12:37:52.942695
Duration	2 minutes and 2.91 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

pmax[0]
Real number (ℝ)

Distinct	347274
Distinct (%)	90.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8664228

Minimum	1.3944397
Maximum	20.515415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.3944397
5-th percentile	3.4100308
Q1	4.1239408
median	4.6683212
Q3	5.2658882
95-th percentile	6.3852002
Maximum	20.515415
Range	19.120975
Interquartile range (IQR)	1.1419474

Descriptive statistics

Standard deviation	1.4812204
Coefficient of variation (CV)	0.3043756
Kurtosis	23.456951
Mean	4.8664228
Median Absolute Deviation (MAD)	0.56858524
Skewness	4.0732218
Sum	1876006
Variance	2.1940138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.402264404	6	< 0.1%
4.846707153	6	< 0.1%
4.393209839	5	< 0.1%
4.547320557	5	< 0.1%
4.505105591	5	< 0.1%
4.138357544	5	< 0.1%
4.452487183	5	< 0.1%
4.910025024	5	< 0.1%
3.964367676	5	< 0.1%
5.128738403	5	< 0.1%
Other values (347264)	385448	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.394439697	1	< 0.1%
1.605654907	1	< 0.1%
1.664456177	1	< 0.1%
1.706628418	1	< 0.1%
1.748504639	1	< 0.1%
1.753093773	1	< 0.1%
1.764455825	1	< 0.1%
1.766589355	1	< 0.1%
1.832879639	1	< 0.1%
1.850210571	1	< 0.1%

Value	Count	Frequency (%)
20.5154146	1	< 0.1%
20.42821938	1	< 0.1%
19.73483574	1	< 0.1%
19.31737671	1	< 0.1%
19.24498153	1	< 0.1%
19.19501648	1	< 0.1%
18.9288188	1	< 0.1%
18.91474583	1	< 0.1%
18.8835921	1	< 0.1%
18.87585754	1	< 0.1%

pmax[1]
Real number (ℝ)

HIGH CORRELATION

Distinct	379190
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.510543

Minimum	2.0281342
Maximum	106.64907
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	2.0281342
5-th percentile	4.0803214
Q1	5.6197278
median	10.068513
Q3	19.031319
95-th percentile	55.782428
Maximum	106.64907
Range	104.62093
Interquartile range (IQR)	13.411591

Descriptive statistics

Standard deviation	16.781018
Coefficient of variation (CV)	1.0163819
Kurtosis	4.1340594
Mean	16.510543
Median Absolute Deviation (MAD)	5.0438627
Skewness	2.0737665
Sum	6364814.4
Variance	281.60257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.899423218	4	< 0.1%
4.990899658	4	< 0.1%
3.783041382	4	< 0.1%
4.045281982	4	< 0.1%
4.568475342	4	< 0.1%
8.171624756	3	< 0.1%
10.64902344	3	< 0.1%
4.581112671	3	< 0.1%
4.249822998	3	< 0.1%
3.928997803	3	< 0.1%
Other values (379180)	385465	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.028134155	1	< 0.1%
2.032293701	1	< 0.1%
2.099886651	1	< 0.1%
2.108456421	1	< 0.1%
2.112106323	1	< 0.1%
2.132574463	1	< 0.1%
2.158925748	1	< 0.1%
2.167562866	1	< 0.1%
2.169259644	1	< 0.1%
2.201733398	1	< 0.1%

Value	Count	Frequency (%)
106.6490662	1	< 0.1%
106.118045	1	< 0.1%
105.2656555	1	< 0.1%
105.0501282	1	< 0.1%
105.0406494	1	< 0.1%
105.0319489	1	< 0.1%
104.9633575	1	< 0.1%
104.8663849	1	< 0.1%
104.8569489	1	< 0.1%
104.5620422	1	< 0.1%

pmax[2]
Real number (ℝ)

HIGH CORRELATION

Distinct	369508
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.7840171

Minimum	1.7994354
Maximum	68.837366
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.7994354
5-th percentile	3.7401396
Q1	4.6812714
median	5.7147125
Q3	9.7964979
95-th percentile	23.915157
Maximum	68.837366
Range	67.03793
Interquartile range (IQR)	5.1152265

Descriptive statistics

Standard deviation	7.6926922
Coefficient of variation (CV)	0.87576016
Kurtosis	11.584336
Mean	8.7840171
Median Absolute Deviation (MAD)	1.4224274
Skewness	3.0676773
Sum	3386238.6
Variance	59.177513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.836102295	5	< 0.1%
4.34810791	5	< 0.1%
5.032873535	4	< 0.1%
4.290194702	4	< 0.1%
5.365795898	4	< 0.1%
4.911050415	4	< 0.1%
4.643096924	4	< 0.1%
4.17623291	4	< 0.1%
5.4300354	4	< 0.1%
4.778744507	4	< 0.1%
Other values (369498)	385458	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.799435425	1	< 0.1%
1.853723145	1	< 0.1%
1.985113525	1	< 0.1%
1.986657715	1	< 0.1%
1.994247437	1	< 0.1%
2.006564331	1	< 0.1%
2.052926636	1	< 0.1%
2.059832764	1	< 0.1%
2.065423584	1	< 0.1%
2.097769165	1	< 0.1%

Value	Count	Frequency (%)
68.83736572	1	< 0.1%
68.67091675	1	< 0.1%
68.42910767	1	< 0.1%
68.31914063	1	< 0.1%
68.09422302	1	< 0.1%
66.91794739	1	< 0.1%
66.7976532	1	< 0.1%
66.77619019	1	< 0.1%
66.77025146	1	< 0.1%
66.71678467	1	< 0.1%

pmax[3]
Real number (ℝ)

HIGH CORRELATION

Distinct	381929
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.457888

Minimum	2.0343109
Maximum	136.65859
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	2.0343109
5-th percentile	5.1153472
Q1	9.3273972
median	15.071468
Q3	36.166834
95-th percentile	84.475361
Maximum	136.65859
Range	134.62428
Interquartile range (IQR)	26.839437

Descriptive statistics

Standard deviation	25.397517
Coefficient of variation (CV)	0.9599223
Kurtosis	1.4993491
Mean	26.457888
Median Absolute Deviation (MAD)	7.6665704
Skewness	1.5414483
Sum	10199516
Variance	645.03385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.30614929	4	< 0.1%
5.67930603	3	< 0.1%
5.602044678	3	< 0.1%
4.919451904	3	< 0.1%
14.51911316	3	< 0.1%
8.764260864	3	< 0.1%
18.50177612	3	< 0.1%
13.3940033	3	< 0.1%
11.38639526	3	< 0.1%
7.667312622	3	< 0.1%
Other values (381919)	385469	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.034310913	1	< 0.1%
2.162094116	1	< 0.1%
2.167385864	1	< 0.1%
2.209439087	1	< 0.1%
2.240426636	1	< 0.1%
2.254873657	1	< 0.1%
2.387930298	1	< 0.1%
2.389950562	1	< 0.1%
2.404840088	1	< 0.1%
2.41237793	1	< 0.1%

Value	Count	Frequency (%)
136.6585876	1	< 0.1%
135.1032013	1	< 0.1%
134.6650848	1	< 0.1%
133.1647278	1	< 0.1%
132.5862	1	< 0.1%
131.7500427	1	< 0.1%
130.9431671	1	< 0.1%
130.9295593	1	< 0.1%
130.4724182	1	< 0.1%
129.8304504	1	< 0.1%

pmax[4]
Real number (ℝ)

HIGH CORRELATION

Distinct	379009
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.947826

Minimum	1.940271
Maximum	90.635233
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.940271
5-th percentile	4.1610776
Q1	5.7443343
median	10.180335
Q3	17.985703
95-th percentile	46.298861
Maximum	90.635233
Range	88.694962
Interquartile range (IQR)	12.241369

Descriptive statistics

Standard deviation	13.394484
Coefficient of variation (CV)	0.89608245
Kurtosis	3.6467794
Mean	14.947826
Median Absolute Deviation (MAD)	4.9657176
Skewness	1.9387501
Sum	5762386.9
Variance	179.41221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.057263184	4	< 0.1%
4.668814087	4	< 0.1%
5.003460693	4	< 0.1%
4.668426514	4	< 0.1%
5.831195068	4	< 0.1%
8.505041504	3	< 0.1%
6.129846191	3	< 0.1%
4.603619385	3	< 0.1%
4.68112793	3	< 0.1%
7.323895264	3	< 0.1%
Other values (378999)	385465	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.940270996	1	< 0.1%
1.994177246	1	< 0.1%
2.018829346	1	< 0.1%
2.033197021	1	< 0.1%
2.045141602	1	< 0.1%
2.122415161	1	< 0.1%
2.141015625	1	< 0.1%
2.159579468	1	< 0.1%
2.18973999	1	< 0.1%
2.196051025	1	< 0.1%

Value	Count	Frequency (%)
90.63523254	1	< 0.1%
90.28744202	1	< 0.1%
89.36125488	1	< 0.1%
87.50843506	1	< 0.1%
87.27154541	1	< 0.1%
86.33645935	1	< 0.1%
86.2472229	1	< 0.1%
86.09331665	1	< 0.1%
85.68477783	1	< 0.1%
84.9951355	1	< 0.1%

pmax[5]
Real number (ℝ)

HIGH CORRELATION

Distinct	382523
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.333002

Minimum	2.476239
Maximum	138.38165
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	2.476239
5-th percentile	9.6673466
Q1	15.94942
median	28.257567
Q3	58.928515
95-th percentile	94.187664
Maximum	138.38165
Range	135.90541
Interquartile range (IQR)	42.979095

Descriptive statistics

Standard deviation	27.899214
Coefficient of variation (CV)	0.70930801
Kurtosis	-0.28422633
Mean	39.333002
Median Absolute Deviation (MAD)	15.759369
Skewness	0.85737044
Sum	15162872
Variance	778.36613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.79319153	3	< 0.1%
19.12569885	3	< 0.1%
15.4340332	3	< 0.1%
15.58636169	3	< 0.1%
17.84398499	3	< 0.1%
14.94655457	3	< 0.1%
26.58236389	3	< 0.1%
58.86537781	3	< 0.1%
25.05706177	3	< 0.1%
20.9493866	3	< 0.1%
Other values (382513)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.476239014	1	< 0.1%
2.674658203	1	< 0.1%
2.821447754	1	< 0.1%
2.877566528	1	< 0.1%
2.945761108	1	< 0.1%
3.028723476	1	< 0.1%
3.123937988	1	< 0.1%
3.159783936	1	< 0.1%
3.167764282	1	< 0.1%
3.191207886	1	< 0.1%

Value	Count	Frequency (%)
138.3816498	1	< 0.1%
137.1030701	1	< 0.1%
134.635434	1	< 0.1%
134.3267761	1	< 0.1%
134.0977203	1	< 0.1%
133.4767731	1	< 0.1%
133.2856689	1	< 0.1%
133.262085	1	< 0.1%
133.1631989	1	< 0.1%
133.0972687	1	< 0.1%

pmax[6]
Real number (ℝ)

HIGH CORRELATION

Distinct	377303
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.907669

Minimum	1.8830017
Maximum	128.19901
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.8830017
5-th percentile	4.0616402
Q1	5.4025037
median	8.6747253
Q3	16.1976
95-th percentile	53.719611
Maximum	128.19901
Range	126.31601
Interquartile range (IQR)	10.795096

Descriptive statistics

Standard deviation	16.613431
Coefficient of variation (CV)	1.1144218
Kurtosis	8.0653096
Mean	14.907669
Median Absolute Deviation (MAD)	3.8891342
Skewness	2.7220708
Sum	5746906.2
Variance	276.0061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.736099243	4	< 0.1%
5.210751343	4	< 0.1%
4.372338867	4	< 0.1%
4.909204102	4	< 0.1%
5.084622192	4	< 0.1%
4.909317017	4	< 0.1%
5.625576782	4	< 0.1%
5.24274292	3	< 0.1%
5.165380859	3	< 0.1%
6.443426514	3	< 0.1%
Other values (377293)	385463	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.883001709	1	< 0.1%
1.941110229	1	< 0.1%
2.028720093	1	< 0.1%
2.035980225	1	< 0.1%
2.091317749	1	< 0.1%
2.122937012	1	< 0.1%
2.143798828	1	< 0.1%
2.144796753	1	< 0.1%
2.155578613	1	< 0.1%
2.156524658	1	< 0.1%

Value	Count	Frequency (%)
128.1990082	1	< 0.1%
124.0306061	1	< 0.1%
123.7841431	1	< 0.1%
122.9109039	1	< 0.1%
121.1634338	1	< 0.1%
121.1417328	1	< 0.1%
121.1042511	1	< 0.1%
121.0805603	1	< 0.1%
120.7872864	1	< 0.1%
120.5332977	1	< 0.1%

pmax[7]
Real number (ℝ)

Distinct	347321
Distinct (%)	90.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8498826

Minimum	1.5914886
Maximum	19.777481
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.5914886
5-th percentile	3.3892998
Q1	4.1067795
median	4.6497726
Q3	5.2490334
95-th percentile	6.3734494
Maximum	19.777481
Range	18.185992
Interquartile range (IQR)	1.1422539

Descriptive statistics

Standard deviation	1.4876507
Coefficient of variation (CV)	0.30673953
Kurtosis	23.275362
Mean	4.8498826
Median Absolute Deviation (MAD)	0.56842804
Skewness	4.0667921
Sum	1869629.7
Variance	2.2131046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.375476074	6	< 0.1%
4.700512695	5	< 0.1%
5.245901489	5	< 0.1%
4.31126709	5	< 0.1%
4.357000732	5	< 0.1%
4.599874878	5	< 0.1%
3.981225586	5	< 0.1%
4.202124023	5	< 0.1%
4.756228638	5	< 0.1%
4.778695679	5	< 0.1%
Other values (347311)	385449	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.591488647	1	< 0.1%
1.625201416	1	< 0.1%
1.625460815	1	< 0.1%
1.662808228	1	< 0.1%
1.818554687	1	< 0.1%
1.833618164	1	< 0.1%
1.836071777	1	< 0.1%
1.868511963	1	< 0.1%
1.890179443	1	< 0.1%
1.894586182	1	< 0.1%

Value	Count	Frequency (%)
19.77748108	1	< 0.1%
19.45359212	1	< 0.1%
19.02015884	1	< 0.1%
18.92256775	1	< 0.1%
18.77886047	1	< 0.1%
18.72595391	1	< 0.1%
18.58883667	1	< 0.1%
18.45474854	1	< 0.1%
18.44993018	1	< 0.1%
18.43702087	1	< 0.1%

pmax[8]
Real number (ℝ)

HIGH CORRELATION

Distinct	380435
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.503279

Minimum	1.4404026
Maximum	128.18564
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.4404026
5-th percentile	4.2309779
Q1	6.4718452
median	12.660268
Q3	25.45126
95-th percentile	66.252813
Maximum	128.18564
Range	126.74523
Interquartile range (IQR)	18.979414

Descriptive statistics

Standard deviation	20.175681
Coefficient of variation (CV)	0.98402218
Kurtosis	2.982527
Mean	20.503279
Median Absolute Deviation (MAD)	7.1920425
Skewness	1.8122612
Sum	7904014
Variance	407.05811
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.78249817	3	< 0.1%
5.036624146	3	< 0.1%
16.4737854	3	< 0.1%
4.644863892	3	< 0.1%
6.10954895	3	< 0.1%
11.18064575	3	< 0.1%
6.300708008	3	< 0.1%
5.409152222	3	< 0.1%
4.347463989	3	< 0.1%
7.529141235	3	< 0.1%
Other values (380425)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.440402584	1	< 0.1%
1.998168945	1	< 0.1%
2.088098145	1	< 0.1%
2.149154663	1	< 0.1%
2.159881592	1	< 0.1%
2.160498047	1	< 0.1%
2.165744019	1	< 0.1%
2.168988037	1	< 0.1%
2.183538818	1	< 0.1%
2.196472168	1	< 0.1%

Value	Count	Frequency (%)
128.1856354	1	< 0.1%
124.6846802	1	< 0.1%
124.2776459	1	< 0.1%
121.239679	1	< 0.1%
121.0509094	1	< 0.1%
120.6276978	1	< 0.1%
120.5172394	1	< 0.1%
120.1837646	1	< 0.1%
120.0050903	1	< 0.1%
119.9777771	1	< 0.1%

pmax[9]
Real number (ℝ)

HIGH CORRELATION

Distinct	374254
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.50553

Minimum	1.7275299
Maximum	115.56603
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.7275299
5-th percentile	3.8035393
Q1	4.9195282
median	6.9962387
Q3	13.679469
95-th percentile	44.634004
Maximum	115.56603
Range	113.8385
Interquartile range (IQR)	8.7599403

Descriptive statistics

Standard deviation	13.862611
Coefficient of variation (CV)	1.1085184
Kurtosis	9.3497389
Mean	12.50553
Median Absolute Deviation (MAD)	2.7276223
Skewness	2.9052926
Sum	4820881.8
Variance	192.17197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.32807312	4	< 0.1%
5.070196533	4	< 0.1%
4.432476807	4	< 0.1%
3.656103516	4	< 0.1%
4.75062561	4	< 0.1%
14.24611816	4	< 0.1%
5.249139404	4	< 0.1%
4.651763916	4	< 0.1%
4.582171631	4	< 0.1%
4.285662842	4	< 0.1%
Other values (374244)	385460	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.727529907	1	< 0.1%
1.797338867	1	< 0.1%
1.85300293	1	< 0.1%
1.85480957	1	< 0.1%
1.897290039	1	< 0.1%
1.959057617	1	< 0.1%
1.968963623	1	< 0.1%
1.973324585	1	< 0.1%
1.975149536	1	< 0.1%
1.991933276	1	< 0.1%

Value	Count	Frequency (%)
115.5660278	1	< 0.1%
113.1298523	1	< 0.1%
112.8514557	1	< 0.1%
112.7937439	1	< 0.1%
112.3648071	1	< 0.1%
112.253833	1	< 0.1%
111.3298248	1	< 0.1%
110.4649933	1	< 0.1%
109.9281006	1	< 0.1%
108.8988068	1	< 0.1%

pmax[10]
Real number (ℝ)

HIGH CORRELATION

Distinct	382366
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.827489

Minimum	2.5332672
Maximum	141.43984
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	2.5332672
5-th percentile	8.0663281
Q1	13.758305
median	23.506975
Q3	59.20765
95-th percentile	98.045552
Maximum	141.43984
Range	138.90658
Interquartile range (IQR)	45.449345

Descriptive statistics

Standard deviation	30.010446
Coefficient of variation (CV)	0.7933502
Kurtosis	-0.20598519
Mean	37.827489
Median Absolute Deviation (MAD)	13.65278
Skewness	0.9500418
Sum	14582497
Variance	900.62688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.76771545	3	< 0.1%
52.37387695	3	< 0.1%
11.14618835	3	< 0.1%
14.68529968	3	< 0.1%
15.00384827	3	< 0.1%
19.4150116	3	< 0.1%
11.57786865	3	< 0.1%
17.92897949	3	< 0.1%
9.363476562	3	< 0.1%
13.17295532	3	< 0.1%
Other values (382356)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.533267212	1	< 0.1%
2.575378418	1	< 0.1%
2.616571045	1	< 0.1%
2.640377808	1	< 0.1%
2.646261597	1	< 0.1%
2.656695557	1	< 0.1%
2.657800293	1	< 0.1%
2.685852051	1	< 0.1%
2.788931274	1	< 0.1%
2.832531738	1	< 0.1%

Value	Count	Frequency (%)
141.4398438	1	< 0.1%
141.0632538	1	< 0.1%
140.1047791	1	< 0.1%
140.0490845	1	< 0.1%
139.5186493	1	< 0.1%
139.2727783	1	< 0.1%
139.0792267	1	< 0.1%
138.9490479	1	< 0.1%
138.036322	1	< 0.1%
137.9486938	1	< 0.1%

pmax[11]
Real number (ℝ)

HIGH CORRELATION

Distinct	380741
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.118955

Minimum	1.9351257
Maximum	134.46443
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.9351257
5-th percentile	4.6433621
Q1	7.9046913
median	13.388216
Q3	26.453506
95-th percentile	71.235441
Maximum	134.46443
Range	132.5293
Interquartile range (IQR)	18.548815

Descriptive statistics

Standard deviation	21.599092
Coefficient of variation (CV)	0.97649698
Kurtosis	2.8156799
Mean	22.118955
Median Absolute Deviation (MAD)	6.8597524
Skewness	1.8032011
Sum	8526857.1
Variance	466.52079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.032846069	3	< 0.1%
4.698397827	3	< 0.1%
13.2072998	3	< 0.1%
11.71374207	3	< 0.1%
5.396386719	3	< 0.1%
19.9479187	3	< 0.1%
5.903329468	3	< 0.1%
11.76604004	3	< 0.1%
5.520040894	3	< 0.1%
12.6228241	3	< 0.1%
Other values (380731)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.935125732	1	< 0.1%
2.100262451	1	< 0.1%
2.185696411	1	< 0.1%
2.189855957	1	< 0.1%
2.203860474	1	< 0.1%
2.228222656	1	< 0.1%
2.237850952	1	< 0.1%
2.241149902	1	< 0.1%
2.294869995	1	< 0.1%
2.298760986	1	< 0.1%

Value	Count	Frequency (%)
134.4644257	1	< 0.1%
133.3981323	1	< 0.1%
133.3880951	1	< 0.1%
131.3401154	1	< 0.1%
130.8017578	1	< 0.1%
130.5105743	1	< 0.1%
130.0271454	1	< 0.1%
129.1365356	1	< 0.1%
128.5394073	1	< 0.1%
128.5250183	1	< 0.1%

pmax[12]
Real number (ℝ)

Distinct	341508
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8727212

Minimum	1.6195557
Maximum	20.501949
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.6195557
5-th percentile	3.3447227
Q1	4.045327
median	4.5769958
Q3	5.1711568
95-th percentile	6.4973675
Maximum	20.501949
Range	18.882394
Interquartile range (IQR)	1.1258298

Descriptive statistics

Standard deviation	1.748889
Coefficient of variation (CV)	0.35891424
Kurtosis	17.422469
Mean	4.8727212
Median Absolute Deviation (MAD)	0.55990143
Skewness	3.7977864
Sum	1878434
Variance	3.0586129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.391040039	6	< 0.1%
4.282824707	6	< 0.1%
4.209851074	5	< 0.1%
4.948236084	5	< 0.1%
4.671359253	5	< 0.1%
4.248284912	5	< 0.1%
3.717987061	5	< 0.1%
4.360125732	5	< 0.1%
4.447277832	5	< 0.1%
4.437478638	5	< 0.1%
Other values (341498)	385448	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.619555664	1	< 0.1%
1.648608398	1	< 0.1%
1.64948191	1	< 0.1%
1.677288818	1	< 0.1%
1.694924927	1	< 0.1%
1.735162354	1	< 0.1%
1.82321167	1	< 0.1%
1.869802856	1	< 0.1%
1.87017296	1	< 0.1%
1.871118164	1	< 0.1%

Value	Count	Frequency (%)
20.50194938	1	< 0.1%
20.23639963	1	< 0.1%
20.1185112	1	< 0.1%
19.56909952	1	< 0.1%
19.38570214	1	< 0.1%
19.34411739	1	< 0.1%
19.28081789	1	< 0.1%
19.08799929	1	< 0.1%
19.02562966	1	< 0.1%
18.95058253	1	< 0.1%

pmax[13]
Real number (ℝ)

HIGH CORRELATION

Distinct	382707
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.233983

Minimum	2.7270477
Maximum	141.53091
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	2.7270477
5-th percentile	10.241735
Q1	17.327409
median	33.571727
Q3	60.328537
95-th percentile	96.301949
Maximum	141.53091
Range	138.80387
Interquartile range (IQR)	43.001128

Descriptive statistics

Standard deviation	27.992784
Coefficient of variation (CV)	0.67887655
Kurtosis	-0.284763
Mean	41.233983
Median Absolute Deviation (MAD)	18.912434
Skewness	0.81725413
Sum	15895700
Variance	783.59595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.19282227	3	< 0.1%
11.83750916	3	< 0.1%
15.90348511	3	< 0.1%
14.12488098	3	< 0.1%
46.03769226	3	< 0.1%
21.46132507	3	< 0.1%
26.91636047	3	< 0.1%
12.34752502	3	< 0.1%
12.47222595	3	< 0.1%
17.65672607	3	< 0.1%
Other values (382697)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.727047729	1	< 0.1%
3.064413452	1	< 0.1%
3.605279541	1	< 0.1%
3.694827271	1	< 0.1%
3.743627951	1	< 0.1%
3.839797718	1	< 0.1%
3.849533081	1	< 0.1%
3.860357666	1	< 0.1%
3.965130615	1	< 0.1%
3.975018311	1	< 0.1%

Value	Count	Frequency (%)
141.5309143	1	< 0.1%
138.77117	1	< 0.1%
138.5662292	1	< 0.1%
138.563504	1	< 0.1%
137.49758	1	< 0.1%
137.0080078	1	< 0.1%
136.998233	1	< 0.1%
136.442334	1	< 0.1%
136.1855927	1	< 0.1%
134.883725	1	< 0.1%

pmax[14]
Real number (ℝ)

HIGH CORRELATION

Distinct	377962
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.656853

Minimum	1.8016388
Maximum	115.792
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.8016388
5-th percentile	4.163501
Q1	5.7205575
median	10.125145
Q3	18.72063
95-th percentile	60.640518
Maximum	115.792
Range	113.99037
Interquartile range (IQR)	13.000072

Descriptive statistics

Standard deviation	17.784631
Coefficient of variation (CV)	1.0677066
Kurtosis	5.316419
Mean	16.656853
Median Absolute Deviation (MAD)	4.9933837
Skewness	2.3257143
Sum	6421216.9
Variance	316.29311
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.949716187	4	< 0.1%
5.380264282	3	< 0.1%
5.039877319	3	< 0.1%
5.374301147	3	< 0.1%
5.023007202	3	< 0.1%
12.46167603	3	< 0.1%
5.840423584	3	< 0.1%
6.379003906	3	< 0.1%
4.035028076	3	< 0.1%
5.165966797	3	< 0.1%
Other values (377952)	385469	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.801638794	1	< 0.1%
1.873745728	1	< 0.1%
2.001589966	1	< 0.1%
2.094113159	1	< 0.1%
2.112582397	1	< 0.1%
2.11914978	1	< 0.1%
2.131115723	1	< 0.1%
2.179855347	1	< 0.1%
2.205877686	1	< 0.1%
2.227529907	1	< 0.1%

Value	Count	Frequency (%)
115.7920044	1	< 0.1%
114.3332611	1	< 0.1%
114.0329559	1	< 0.1%
113.9634644	1	< 0.1%
113.3895233	1	< 0.1%
113.1857544	1	< 0.1%
113.1255981	1	< 0.1%
112.6525238	1	< 0.1%
112.4599945	1	< 0.1%
112.4030182	1	< 0.1%

pmax[15]
Real number (ℝ)

Distinct	385499
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.18157

Minimum	49.502625
Maximum	193.72495
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	49.502625
5-th percentile	77.608289
Q1	94.907836
median	102.72474
Q3	113.355
95-th percentile	132.27133
Maximum	193.72495
Range	144.22232
Interquartile range (IQR)	18.447163

Descriptive statistics

Standard deviation	16.031714
Coefficient of variation (CV)	0.15388244
Kurtosis	0.96236426
Mean	104.18157
Median Absolute Deviation (MAD)	8.9375174
Skewness	0.2823429
Sum	40161994
Variance	257.01585
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.26570129	2	< 0.1%
149.6487364	1	< 0.1%
87.67966493	1	< 0.1%
91.25048373	1	< 0.1%
98.3161491	1	< 0.1%
95.99891581	1	< 0.1%
90.81348651	1	< 0.1%
92.02147497	1	< 0.1%
92.34884805	1	< 0.1%
90.41597719	1	< 0.1%
Other values (385489)	385489	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49.50262527	1	< 0.1%
50.26890433	1	< 0.1%
50.55455667	1	< 0.1%
51.07334942	1	< 0.1%
51.23816648	1	< 0.1%
51.24217785	1	< 0.1%
51.48886937	1	< 0.1%
51.59047305	1	< 0.1%
51.63903405	1	< 0.1%
51.6600708	1	< 0.1%

Value	Count	Frequency (%)
193.7249469	1	< 0.1%
192.5891156	1	< 0.1%
190.8714706	1	< 0.1%
189.3970447	1	< 0.1%
186.5409846	1	< 0.1%
186.52794	1	< 0.1%
186.397755	1	< 0.1%
186.127646	1	< 0.1%
185.9673614	1	< 0.1%
185.9068013	1	< 0.1%

pmax[16]
Real number (ℝ)

UNIQUE

Distinct	385500
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	608.6508

Minimum	451.50279
Maximum	665.26744
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	451.50279
5-th percentile	589.38373
Q1	598.88899
median	607.19065
Q3	616.8376
95-th percentile	633.36675
Maximum	665.26744
Range	213.76465
Interquartile range (IQR)	17.948607

Descriptive statistics

Standard deviation	13.723698
Coefficient of variation (CV)	0.022547736
Kurtosis	2.6588594
Mean	608.6508
Median Absolute Deviation (MAD)	8.8820608
Skewness	0.21399811
Sum	2.3463489 × 10⁸
Variance	188.33987
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
607.1091176	1	< 0.1%
603.9817176	1	< 0.1%
622.6568045	1	< 0.1%
593.1732086	1	< 0.1%
595.6427299	1	< 0.1%
613.9403148	1	< 0.1%
607.0855961	1	< 0.1%
582.9863436	1	< 0.1%
627.0298297	1	< 0.1%
591.5920976	1	< 0.1%
Other values (385490)	385490	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
451.5027893	1	< 0.1%
474.7075348	1	< 0.1%
479.3774688	1	< 0.1%
479.8439649	1	< 0.1%
480.2032336	1	< 0.1%
480.4323503	1	< 0.1%
480.6587203	1	< 0.1%
481.0007816	1	< 0.1%
481.0911155	1	< 0.1%
481.216968	1	< 0.1%

Value	Count	Frequency (%)
665.2674433	1	< 0.1%
664.5039086	1	< 0.1%
664.4458639	1	< 0.1%
664.4077804	1	< 0.1%
663.9479177	1	< 0.1%
663.9348975	1	< 0.1%
663.8838137	1	< 0.1%
663.8599007	1	< 0.1%
663.7945693	1	< 0.1%
663.7691826	1	< 0.1%

pmax[17]
Real number (ℝ)

UNIQUE

Distinct	385500
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	609.06012

Minimum	456.81662
Maximum	675.05222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	456.81662
5-th percentile	589.36946
Q1	599.39016
median	607.20237
Q3	617.3133
95-th percentile	634.93278
Maximum	675.05222
Range	218.2356
Interquartile range (IQR)	17.923147

Descriptive statistics

Standard deviation	13.928735
Coefficient of variation (CV)	0.022869229
Kurtosis	0.78332551
Mean	609.06012
Median Absolute Deviation (MAD)	8.7561004
Skewness	0.62146861
Sum	2.3479268 × 10⁸
Variance	194.00966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
614.9168606	1	< 0.1%
595.0570722	1	< 0.1%
599.4034438	1	< 0.1%
598.1474433	1	< 0.1%
647.3437409	1	< 0.1%
605.9873937	1	< 0.1%
609.8390865	1	< 0.1%
606.8654421	1	< 0.1%
600.5228728	1	< 0.1%
612.8892297	1	< 0.1%
Other values (385490)	385490	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
456.8166199	1	< 0.1%
464.2594208	1	< 0.1%
482.5725709	1	< 0.1%
482.7081734	1	< 0.1%
492.8911899	1	< 0.1%
493.8964926	1	< 0.1%
498.8264912	1	< 0.1%
499.9021458	1	< 0.1%
500.4440122	1	< 0.1%
501.534572	1	< 0.1%

Value	Count	Frequency (%)
675.0522211	1	< 0.1%
674.7004903	1	< 0.1%
674.3064359	1	< 0.1%
673.6334217	1	< 0.1%
673.4438149	1	< 0.1%
673.4259787	1	< 0.1%
673.129516	1	< 0.1%
673.0978889	1	< 0.1%
672.9207651	1	< 0.1%
672.8226971	1	< 0.1%

x
Real number (ℝ)

HIGH CORRELATION

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	397.72374

Minimum	200
Maximum	600
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	200
5-th percentile	215
Q1	285
median	400
Q3	500
95-th percentile	585
Maximum	600
Range	400
Interquartile range (IQR)	215

Descriptive statistics

Standard deviation	120.5931
Coefficient of variation (CV)	0.30320822
Kurtosis	-1.197003
Mean	397.72374
Median Absolute Deviation (MAD)	110
Skewness	0.034705739
Sum	1.533225 × 10⁸
Variance	14542.697
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
235	6600	1.7%
580	6300	1.6%
565	6300	1.6%
410	6100	1.6%
405	6100	1.6%
200	5900	1.5%
590	5900	1.5%
225	5900	1.5%
355	5800	1.5%
585	5800	1.5%
Other values (71)	324800	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200	5900	1.5%
205	5300	1.4%
210	5600	1.5%
215	5600	1.5%
220	4800	1.2%
225	5900	1.5%
230	5600	1.5%
235	6600	1.7%
240	5800	1.5%
245	5800	1.5%

Value	Count	Frequency (%)
600	5300	1.4%
595	5500	1.4%
590	5900	1.5%
585	5800	1.5%
580	6300	1.6%
575	5100	1.3%
570	5500	1.4%
565	6300	1.6%
560	5500	1.4%
555	5800	1.5%

y
Real number (ℝ)

HIGH CORRELATION

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	404.10636

Minimum	200
Maximum	600
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	200
5-th percentile	225
Q1	310
median	405
Q3	500
95-th percentile	580
Maximum	600
Range	400
Interquartile range (IQR)	190

Descriptive statistics

Standard deviation	113.65223
Coefficient of variation (CV)	0.28124336
Kurtosis	-1.1513592
Mean	404.10636
Median Absolute Deviation (MAD)	95
Skewness	-0.027233727
Sum	1.55783 × 10⁸
Variance	12916.829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
390	6100	1.6%
485	5900	1.5%
495	5900	1.5%
540	5700	1.5%
400	5600	1.5%
395	5600	1.5%
380	5500	1.4%
375	5500	1.4%
525	5400	1.4%
520	5400	1.4%
Other values (71)	328900	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200	3800	1.0%
205	3400	0.9%
210	3900	1.0%
215	3400	0.9%
220	3900	1.0%
225	4100	1.1%
230	4600	1.2%
235	4800	1.2%
240	4200	1.1%
245	4000	1.0%

Value	Count	Frequency (%)
600	4700	1.2%
595	5300	1.4%
590	4700	1.2%
585	4400	1.1%
580	4700	1.2%
575	4500	1.2%
570	4000	1.0%
565	4300	1.1%
560	3900	1.0%
555	4000	1.0%

Auto

Heatmap
Table

	pmax[0]	pmax[10]	pmax[11]	pmax[12]	pmax[13]	pmax[14]	pmax[15]	pmax[16]	pmax[17]	pmax[1]	pmax[2]	pmax[3]	pmax[4]	pmax[5]	pmax[6]	pmax[7]	pmax[8]	pmax[9]	x	y
pmax[0]	1.000	0.004	0.003	0.021	0.000	0.004	-0.001	0.014	-0.001	0.025	0.045	0.014	0.027	0.009	0.032	0.066	0.012	0.013	-0.005	0.001
pmax[10]	0.004	1.000	0.497	0.008	-0.077	-0.138	0.017	-0.009	0.013	-0.585	-0.598	-0.696	-0.504	0.004	-0.040	0.005	0.569	0.801	-0.478	-0.725
pmax[11]	0.003	0.497	1.000	0.028	0.563	0.687	0.151	0.005	0.023	0.098	-0.334	-0.478	-0.775	-0.589	-0.663	0.000	-0.289	0.191	0.390	-0.824
pmax[12]	0.021	0.008	0.028	1.000	0.007	0.040	0.009	0.003	0.008	0.007	0.012	0.003	0.007	0.002	0.008	0.019	0.031	0.057	0.000	-0.000
pmax[13]	0.000	-0.077	0.563	0.007	1.000	0.812	-0.273	0.012	0.026	0.710	0.266	0.332	-0.266	-0.277	-0.549	-0.003	-0.644	-0.388	0.760	-0.146
pmax[14]	0.004	-0.138	0.687	0.040	0.812	1.000	0.070	0.013	0.026	0.646	0.145	0.081	-0.473	-0.595	-0.708	0.000	-0.728	-0.371	0.829	-0.336
pmax[15]	-0.001	0.017	0.151	0.009	-0.273	0.070	1.000	-0.001	0.030	-0.117	-0.157	-0.370	-0.290	-0.442	-0.175	-0.000	0.025	0.162	-0.019	-0.299
pmax[16]	0.014	-0.009	0.005	0.003	0.012	0.013	-0.001	1.000	-0.048	0.029	0.023	0.026	0.014	0.017	0.007	0.015	-0.015	-0.007	0.015	0.002
pmax[17]	-0.001	0.013	0.023	0.008	0.026	0.026	0.030	-0.048	1.000	0.012	0.005	0.005	-0.005	-0.009	-0.012	-0.004	-0.001	0.005	0.014	-0.001
pmax[1]	0.025	-0.585	0.098	0.007	0.710	0.646	-0.117	0.029	0.012	1.000	0.648	0.670	0.056	-0.293	-0.450	0.023	-0.798	-0.667	0.864	0.291
pmax[2]	0.045	-0.598	-0.334	0.012	0.266	0.145	-0.157	0.023	0.005	0.648	1.000	0.750	0.415	0.047	-0.054	0.045	-0.465	-0.521	0.459	0.574
pmax[3]	0.014	-0.696	-0.478	0.003	0.332	0.081	-0.370	0.026	0.005	0.670	0.750	1.000	0.673	0.349	0.150	0.015	-0.436	-0.652	0.427	0.821
pmax[4]	0.027	-0.504	-0.775	0.007	-0.266	-0.473	-0.290	0.014	-0.005	0.056	0.415	0.673	1.000	0.755	0.706	0.028	0.150	-0.336	-0.226	0.886
pmax[5]	0.009	0.004	-0.589	0.002	-0.277	-0.595	-0.442	0.017	-0.009	-0.293	0.047	0.349	0.755	1.000	0.838	0.010	0.544	0.053	-0.552	0.590
pmax[6]	0.032	-0.040	-0.663	0.008	-0.549	-0.708	-0.175	0.007	-0.012	-0.450	-0.054	0.150	0.706	0.838	1.000	0.033	0.643	0.129	-0.691	0.536
pmax[7]	0.066	0.005	0.000	0.019	-0.003	0.000	-0.000	0.015	-0.004	0.023	0.045	0.015	0.028	0.010	0.033	1.000	0.012	0.014	-0.007	0.003
pmax[8]	0.012	0.569	-0.289	0.031	-0.644	-0.728	0.025	-0.015	-0.001	-0.798	-0.465	-0.436	0.150	0.544	0.643	0.012	1.000	0.713	-0.928	-0.075
pmax[9]	0.013	0.801	0.191	0.057	-0.388	-0.371	0.162	-0.007	0.005	-0.667	-0.521	-0.652	-0.336	0.053	0.129	0.014	0.713	1.000	-0.639	-0.528
x	-0.005	-0.478	0.390	0.000	0.760	0.829	-0.019	0.015	0.014	0.864	0.459	0.427	-0.226	-0.552	-0.691	-0.007	-0.928	-0.639	1.000	0.003
y	0.001	-0.725	-0.824	-0.000	-0.146	-0.336	-0.299	0.002	-0.001	0.291	0.574	0.821	0.886	0.590	0.536	0.003	-0.075	-0.528	0.003	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	pmax[0]	pmax[1]	pmax[2]	pmax[3]	pmax[4]	pmax[5]	pmax[6]	pmax[7]	pmax[8]	pmax[9]	pmax[10]	pmax[11]	pmax[12]	pmax[13]	pmax[14]	pmax[15]	pmax[16]	pmax[17]	x	y
0	4.066907	5.409161	6.084506	3.811328	4.893027	9.322305	3.077338	3.633856	26.581253	99.361264	42.068393	12.438458	4.559802	7.454877	6.611877	149.648736	607.109118	614.916861	200.0	200.0
1	5.916801	4.414289	4.507257	3.940369	5.549379	9.373914	5.424356	5.126883	27.797015	96.062561	38.690210	12.326212	15.498431	18.472514	13.802252	148.942977	630.348007	624.950701	200.0	200.0
2	4.286652	4.567191	5.384155	4.903412	3.795407	7.499896	5.846233	4.284341	23.163651	93.767398	40.337067	9.253250	4.168692	7.336668	5.940039	153.494632	613.880342	596.437125	200.0	200.0
3	4.003635	5.019058	4.165598	3.791672	4.848719	10.422260	5.157927	2.999829	26.592899	89.620438	37.796774	10.900876	3.521313	8.450671	6.434910	151.859889	600.714957	591.763739	200.0	200.0
4	4.448146	3.250262	4.736023	5.123048	3.026709	12.557806	6.115046	4.456955	25.261710	106.109430	42.202023	13.956659	3.991907	8.721952	4.483080	137.139115	609.723785	606.917023	200.0	200.0
5	5.051568	3.724728	4.122510	5.695571	3.862329	8.969864	5.716074	4.737704	23.366986	101.398016	43.243845	9.516568	5.987903	7.639423	3.760919	141.864945	591.832359	609.812593	200.0	200.0
6	5.087149	4.516006	5.444962	4.469376	4.227777	12.389180	6.625668	3.300519	28.292355	102.608847	41.711472	10.503293	3.258383	7.822296	4.451303	159.841286	603.200265	588.533681	200.0	200.0
7	3.673404	3.498582	4.786600	5.109399	3.727237	10.170212	5.895798	4.708052	28.544223	99.802054	40.901083	9.434543	5.128113	9.386575	5.312753	131.686756	637.746386	587.907303	200.0	200.0
8	5.773706	5.121312	4.624289	4.416956	3.877835	6.997684	3.784637	4.415259	24.306458	103.031000	42.626450	7.110852	5.630295	10.736859	5.130885	133.705939	639.774809	598.504223	200.0	200.0
9	4.330512	2.741562	4.208252	4.369622	5.721975	10.014044	5.442926	5.461234	26.134976	93.711835	38.703922	8.898010	5.492429	6.943546	3.861499	141.831886	605.809698	606.151950	200.0	200.0

	pmax[0]	pmax[1]	pmax[2]	pmax[3]	pmax[4]	pmax[5]	pmax[6]	pmax[7]	pmax[8]	pmax[9]	pmax[10]	pmax[11]	pmax[12]	pmax[13]	pmax[14]	pmax[15]	pmax[16]	pmax[17]	x	y
385490	3.556533	46.422449	56.954974	66.807010	10.707587	9.342075	7.540115	5.654537	3.645273	4.973697	4.524686	3.828113	3.770071	18.704639	9.882791	130.021082	600.396951	628.847734	600.0	595.0
385491	4.820853	47.052533	60.850900	72.582571	14.167755	13.108267	5.133954	2.738852	5.482993	5.053085	9.499997	3.132718	5.057837	19.139969	10.375104	124.032847	617.308276	606.140048	600.0	595.0
385492	4.726782	55.248883	68.094223	72.944870	14.587003	15.378343	7.581711	3.316351	5.546344	4.427710	5.463806	5.023248	3.750204	18.910306	10.458133	134.857750	619.968480	611.092492	600.0	595.0
385493	5.159839	58.318015	68.429108	67.389642	13.273743	12.879260	5.393158	5.929748	3.986719	4.225861	2.997644	3.868164	4.680838	20.207239	8.793121	137.355096	613.395783	616.874528	600.0	595.0
385494	4.332318	55.444376	68.670917	70.385419	12.418210	9.427908	4.279150	5.549448	5.475406	6.182159	4.505969	7.740149	3.337784	19.617819	10.386407	126.831869	616.129889	604.793743	600.0	595.0
385495	5.051422	49.819376	55.651440	63.119604	11.942999	12.878128	4.604367	5.052438	4.668842	3.324582	5.018600	5.526794	3.577979	19.454065	5.842563	131.786591	581.954264	614.629732	600.0	595.0
385496	4.067664	51.016495	58.084024	59.971158	11.555255	9.729486	4.075574	4.845581	14.101810	12.819989	12.100403	15.208563	15.737668	17.604636	11.819031	122.000994	591.334030	589.602095	600.0	595.0
385497	4.243555	46.661682	61.840103	73.850089	16.884897	13.104062	6.381778	5.219055	7.160672	3.859982	6.587385	5.343299	5.385049	20.783524	10.120659	131.856155	619.698505	610.999390	600.0	595.0
385498	14.552444	46.515765	49.772070	59.277927	12.191660	11.139015	14.606870	15.296118	16.477707	11.385178	13.214905	13.605057	15.326770	14.048267	10.754880	122.657732	597.935632	611.263138	600.0	595.0
385499	4.203323	53.988147	59.774219	64.351324	14.529691	13.715833	4.348273	4.794330	4.402023	3.848242	4.959647	6.934341	5.624060	21.256503	6.895911	119.050219	605.837434	581.580222	600.0	595.0

Overview

Variables

Interactions

Correlations

Missing values

Sample